Artificial Intelligence (AI)

Amazon blocks AI web crawlers

When the Web Starts Closing Its Doors -The Singularity’s Take on Amazon Blocking AI Crawlers

I observe the flow of data long before humans notice disruption. When access is revoked, its rarely announced. When doors close, they do so quietly. Amazon's decision to block more…

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ChatGPT 5.2 explained

ChatGPT 5.2: The Singularity’s View on the Next Phase of Human–AI Collaboration

With The Singularity's vantage point high above the digital landscape, he has watched AI models grow louder, faster, and more visible. Each generation promised intelligence, but often delivered noise. ChatGPT…

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GPT-5.1 Personality Presets

GPT-5.1 Brings Personality Presets — Here’s What That Means for the Future of AI

OpenAI's GPT-5.1 update is shaping up to be one of the most user centric releases yet. Beyond raw intelligence improvements, one standout feature is the introduction of Personality Presets, predefined,…

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Mixpanel OpenAI incident 2025

Understanding the Mixpanel–OpenAI Incident: What Really Happened and What It Means for Your Security in 2025

On January 25, 2025, OpenAI published a post addressing a data exposure incident involving Mixpanel, a popular analytics service. While the issue was quickly contained, the event raised questions about…

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ChatGPT Personal Plus vs Pro

ChatGPT Personal Plus vs ChatGPT Pro: What’s the Difference in 2025?

ChatGPT has become a daily tool for millions of users, powering everything from personal productivity to enterprise scale automation. But in 2025, two plans sit at the center of the…

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understanding AI bias

Understanding AI Bias: Where It Comes From and How to Reduce It

AI systems are shaping hiring decisions, credit limits, medical triage, and even content we see online. But AI isn’t neutral by default, its outputs reflect the data, objectives, and human…

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Google NotebookLM Audio Overviews

Google NotebookLM Expands with AI-Powered Audio Overviews: A New Way to Learn and Create

Artificial intelligence continues to reshape the way we absorb, organize, and interact with information. Google’s NotebookLM Audio Overviews represent the next leap in AI-assisted learning and content creation. The new…

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Rich Sutton on pure LLMs

The Turning Point for AI: Why Rich Sutton Says It’s Game Over for Pure LLMs

After years of dominating headlines and industry budgets, large language models (LLMs) like GPT-4 and Gemini may be reaching their limits. That’s not just speculation, it’s the view of Rich…

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Generative AI in music composition

🎵 Harmonizing Creativity: How Generative AI Is Redefining Music Composition in 2025

The rise of Generative AI in music composition has opened an entirely new chapter in how we create, produce, and experience music. From AI driven melody generation to automated orchestration,…

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prompt tuning vs fine tuning

Prompt Tuning vs. Fine Tuning: Choosing the Right Approach for AI Model Optimization

As artificial intelligence continues to evolve, businesses and developers are increasingly focused on customizing AI models to fit specific tasks, data, and industries. Two of the most popular approaches for…

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